Evolutionary Deep Neural Network Design: Fundamentals and Methods

Evolutionary Deep Neural Network Design: Fundamentals and Methods

Yanan Sun , Gary Yen , Mengjie Zhang
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2023 · Anglais · livre numérique
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Description

In a rapidly evolving field, this insightful work delves into the complex intersection of evolutionary algorithms and deep neural network design. The authors present a thorough exploration of fundamental concepts, guiding readers through a systematic approach to understanding how evolutionary methods can enhance neural network architectures.

With detailed methodologies and practical applications, the text serves as an essential resource for researchers and practitioners who seek to harness the power of evolution-based techniques in their work. The authors combine theoretical insights with actionable strategies, making the content accessible and applicable across various domains.

As readers navigate the intricate world of deep learning, they will find this book not only broadens their understanding but also inspires innovative approaches to designing neural networks.

Détails du livre

Format livre numérique
Pages 230 pages
Langue Anglais
Publié août 31, 2023
Éditeur Wiley-IEEE Press
ISBN-10 111969986X
ISBN-13 9781119699866
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